Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-17 0.185319 0.204312 0.225255 0.250220 0.279374 0.312604 0.353718
2025-08-24 0.150731 0.175371 0.204814 0.243202 0.292882 0.356415 0.446271
2025-08-31 0.131554 0.158820 0.193290 0.241297 0.308566 0.403130 0.553683
2025-09-07 0.119104 0.147913 0.185968 0.241859 0.325584 0.453536 0.681307
2025-09-14 0.106557 0.134945 0.173614 0.232619 0.325505 0.476948 0.772398
2025-09-21 0.097028 0.124878 0.163799 0.225154 0.326018 0.500375 0.871469
2025-09-28 0.090422 0.118149 0.157850 0.222424 0.333212 0.536473 1.011349
2025-10-05 0.088682 0.118109 0.161564 0.235185 0.368918 0.635448 1.350425
2025-10-12 0.086210 0.116691 0.162913 0.244068 0.399287 0.733773 1.766801
2025-10-19 0.083438 0.114536 0.162797 0.250273 0.425674 0.832901 2.287633
2025-10-26 0.080822 0.112375 0.162397 0.255807 0.451794 0.942023 2.993477
2025-11-02 0.077183 0.108322 0.158463 0.254196 0.462104 1.013628 3.655904
2025-11-09 0.071849 0.101371 0.149335 0.242087 0.447621 1.012402 3.961821
2025-11-16 0.067789 0.096278 0.143084 0.235070 0.444235 1.046125 4.587998
2025-11-23 0.064914 0.092939 0.139615 0.233189 0.452958 1.124092 5.788517
2025-11-30 0.062658 0.090472 0.137467 0.233710 0.467850 1.232430 7.773577
2025-12-07 0.059243 0.085878 0.131185 0.224909 0.456787 1.239315 8.722464
2025-12-14 0.056325 0.081981 0.125929 0.217795 0.449141 1.257897 10.041962
2025-12-21 0.054242 0.079395 0.122902 0.215192 0.453514 1.330418 12.985779
2025-12-28 0.054221 0.080322 0.126418 0.227353 0.502900 1.644513 28.583542
2026-01-04 0.053689 0.080324 0.128178 0.235808 0.544143 1.969322 72.887515
2026-01-11 0.052869 0.079765 0.128809 0.241712 0.579350 2.309845 266.544671
2026-01-18 0.052012 0.079090 0.129152 0.246974 0.614323 2.707872 4979.283887